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Few-Shot Meta-Denoising
A solution to mitigate the small training set issue is to pre-train a denoising model with small training sets containing pairs of clean and synthesized noisy signals, produced from empirical noise priors, and fine-tune on the available small training set.
Adversarial Signal Denoising with Encoder-Decoder Networks
The presence of noise is common in signal processing regardless the signal type.
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